The advancement of theoretical physics and the methodology of scientific inquiry has reached a juncture where the complexity of proposed models requires a fundamental reimagining of research infrastructure. This report examines the Spacedepth theoretical framework and the corresponding multi-agent artificial intelligence research architecture, as delineated in current academic discourse and technical documentation. The Spacedepth framework proposes a macroscopic, non-spatial depth dimension, positioning quarks as four-dimensional entities whose interactions are governed by a hidden vibrational axis. To validate such a radical departure from established models like string theory, a sophisticated computational institute is required—one that leverages autonomous agents to simulate, analyze, and refine hypotheses in a continuous, high-fidelity loop. This analysis provides an exhaustive review of the ontological, mathematical, and architectural components of this system, alongside an evaluation of the experimental strategies targeting fractional quantum Hall systems.